Proceedings of the 2024 10th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2024)

Residential Land Price of Qingdao City Based on GWR Model Study on Spatial Differentiation and Influencing Factors

Authors
Wenqi Kang1, *
1Beijing Jiaotong University, Beijing, China
*Corresponding author. Email: 17852845628@163.com
Corresponding Author
Wenqi Kang
Available Online 3 March 2025.
DOI
10.2991/978-94-6463-658-1_74How to use a DOI?
Keywords
Qingdao residential land price; spatial variation; GWR model
Abstract

This paper studies the spatial differentiation of Qingdao, and the analysis is carried out based on the GWR model. Firstly, the research scope and data are determined, and then the exploratory spatial analysis (ESDA) method is used to analyze the residential land price data of Qingdao, including the establishment of histogram, spatial trend analysis and spatial autocorrelation analysis. Finally, Using GWR4.0 to determine the bandwidth and weight, then a geographically weighted regression (GWR) model can be established, which can be used to analyze the influencing factors of residential land price. The results show that the building density is inversely proportional to the price of urban residential land, and the green rate and floor area ratio are directly proportional to the price of residential land.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2024 10th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2024)
Series
Advances in Engineering Research
Publication Date
3 March 2025
ISBN
978-94-6463-658-1
ISSN
2352-5401
DOI
10.2991/978-94-6463-658-1_74How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

TY  - CONF
AU  - Wenqi Kang
PY  - 2025
DA  - 2025/03/03
TI  - Residential Land Price of Qingdao City Based on GWR Model Study on Spatial Differentiation and Influencing Factors
BT  - Proceedings of the 2024 10th International Conference on Architectural, Civil and Hydraulic Engineering (ICACHE 2024)
PB  - Atlantis Press
SP  - 730
EP  - 737
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-658-1_74
DO  - 10.2991/978-94-6463-658-1_74
ID  - Kang2025
ER  -